diff --git a/gnu/packages/machine-learning.scm b/gnu/packages/machine-learning.scm
index e751d29b9b..aebbd1ac5d 100644
--- a/gnu/packages/machine-learning.scm
+++ b/gnu/packages/machine-learning.scm
@@ -1810,3 +1810,33 @@ (define-public python-keras-applications
      "This package provides reference implementations of popular deep learning
 models for use with the Keras deep learning framework.")
     (license license:expat)))
+
+(define-public python-keras-preprocessing
+  (package
+    (name "python-keras-preprocessing")
+    (version "1.1.0")
+    (source
+     (origin
+       (method url-fetch)
+       (uri (pypi-uri "Keras_Preprocessing" version))
+       (sha256
+        (base32
+         "1r98nm4k1svsqjyaqkfk23i31bl1kcfcyp7094yyj3c43phfp3as"))))
+    (build-system python-build-system)
+    (propagated-inputs
+     `(("python-numpy" ,python-numpy)
+       ("python-six" ,python-six)))
+    (native-inputs
+     `(("python-pandas" ,python-pandas)
+       ("python-pillow" ,python-pillow)
+       ("python-pytest" ,python-pytest)
+       ("python-pytest-cov" ,python-pytest-cov)
+       ("python-pytest-xdist" ,python-pytest-xdist)
+       ("tensorflow" ,tensorflow)))
+    (home-page "https://github.com/keras-team/keras-preprocessing/")
+    (synopsis "Data preprocessing and augmentation for deep learning models")
+    (description
+     "Keras Preprocessing is the data preprocessing and data augmentation
+module of the Keras deep learning library.  It provides utilities for working
+with image data, text data, and sequence data.")
+    (license license:expat)))